NIT Warangal | e-STC on Applications of Deep Learning and Machine Learning in Emerging Areas of Engineering, Science & Business, Apply ASAP

Overview :

Center for Continuing Education, National Institute of Technology, Warangal is organizing an Online STC on Applications of Deep Learning and Machine Learning in Emerging Areas of Engineering, Science & Business.

Outcomes :

• Understand the fundamentals of Machine Learning with its applications.
• Understand the key concepts behind Machine learning.
• Design deep learning algorithms which are more appropriate for various types of learning
• Design various Neural Network models such as Convolutional Neural networks and Recurrent Neural Network
• Awareness of various engineering, science, and business applications of ML and DL.

Course Contents :

• Introduction to Machine Learning and Deep Learning
• Supervised and Unsupervised Learning methods
• Partitioned and Hierarchical Clustering methods
• Bayesian Learning, Decision Tree classification methods
• Dimensionality Reduction Methods, SVM Classification
• Reinforcement Learning
• Neural Networks, Generative Adversial Networks
• CNN, RNN
• Deep Reinforcement Learning
• Engineering Science and Business Applications of Machine Learning
• Engineering Science and Business Applications of Deep Learning

Requirements :

Faculty/Research Scholars/Industry Participants/PG students can apply.

Duration :

1ˢᵗ to 5ᵗʰ August 2022

Registration fees :

 INR 500/-

Certifications :

Candidates will be issued satisfactory certificates on successful completion of the course.